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ICML
2009
IEEE
15 years 10 months ago
Bandit-based optimization on graphs with application to library performance tuning
The problem of choosing fast implementations for a class of recursive algorithms such as the fast Fourier transforms can be formulated as an optimization problem over the language...
Arpad Rimmel, Frédéric de Mesmay, Ma...
CVPR
2010
IEEE
15 years 6 months ago
Cascade Object Detection with Deformable Part Models
We describe a general method for building cascade classifiers from part-based deformable models such as pictorial structures. We focus primarily on the case of star-structured mod...
Pedro Felzenszwalb, Ross Girshick, David McAlleste...
CGO
2009
IEEE
15 years 4 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle
TOOLS
2009
IEEE
15 years 4 months ago
Guaranteeing Syntactic Correctness for All Product Line Variants: A Language-Independent Approach
A software product line (SPL) is a family of related program variants in a well-defined domain, generated from a set of features. A fundamental difference from classical applicati...
Christian Kästner, Sven Apel, Salvador Trujil...
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ROBOCOMM
2007
IEEE
15 years 3 months ago
Shared memories: a trail-based coordination server for robot teams
Abstract—Robust, dependable and concise coordination between members of a robot team is a critical ingredient of any such collective activity. Depending on the availability and t...
George Roussos, Dikaios Papadogkonas, J. Taylor, D...